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Microsoft 70-463 : Implementing a Data Warehouse with Microsoft SQL Server 2012/2014 Exam

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Exam Number : 70-463
Exam Name : Implementing a Data Warehouse with Microsoft SQL Server 2012/2014
Vendor Name : Microsoft
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70-463 exam Format | 70-463 Course Contents | 70-463 Course Outline | 70-463 exam Syllabus | 70-463 exam Objectives

Design and implement a data warehouse (10�15%)
Design and implement dimensions
Design shared/conformed dimensions; determine if you need support for slowly changing dimensions; determine attributes; design hierarchies; determine whether you need star or snowflake schema; determine the granularity of relationship with fact tables; determine the need for auditing or lineage; determine keys (business transactional or your own data warehouse/surrogate keys); implement dimensions; implement data lineage of a dimension table
Design and implement fact tables
Design a data warehouse that supports many to many relationships; appropriately index a fact table; using columnstore indexes; partitioning; additive measures; semi additive measures; non additive measures; implement fact tables; determining the loading method for the fact tables; implement data lineage of a fact table; design summary aggregation tables
Preparation resources

Introduction to dimensions (Analysis Services - multidimensional data)
Dimension relationships
Columnstore indexes

Extract and transform data (20�25%)
Define connection managers
Plan the configuration of connection managers; package level or project level connection manager; define a connection string; parameterization of connection strings
Design data flow
Define data sources and destinations; distinguish blocking and non-blocking transformations; use different methods to pull out changed data from data sources; determine appropriate data flow components; determine the need for supporting Slowly Changing Dimensions (SCD); determine whether to use SQL Joins or SSIS lookup or merge join transformations; batch processing versus row by row processing; determine the appropriate transform to use for a specific task; determine the need and method for identity mapping and deduplicating; fuzzy lookup, fuzzy grouping and Data Quality Services (DQS) transformation; determine the need for custom data sources, destinations, and transforms; determine what to do with erroneous rows; determine auditing needs; trusted/authoritative data sources, including warehouse metadata; extracting only changed rows
Implement data flow
Debug data flow; use the appropriate data flow components; SQL / SSIS data transformation; create SSIS packages that support slowly changing dimensions; use the lookup task in SSIS; map identities using SSIS fuzzy lookup (advanced); specify a data source and destination; use data flows; different categories of transformations; read, transform and load data; understand which transforms to use to accomplish a specific business task; data correction transformation; performance tune an SSIS dataflow; optimize Integration Services packages for speed of execution; maintain data integrity, including good data flow
Manage SSIS package execution
Schedule package execution by using SQL Server Agent; execute packages by using DTEXEC; execute packages by using SQL Server Management Studio; implement package execution; plan and design package execution strategy; use PowerShell to execute script; monitor the execution using Management Studio; use DTEXECUI; ETL restartability
Implement script tasks in SSIS
Determine if it is appropriate to use a script task; extending the capability of a control flow; perform a custom action as needed (not on every row) during a control flow
Preparation resources
Integration Services (SSIS) connections
Data flow
Slowly changing dimension transformation

Load data (25�30%)
Design control flow
Determine control flow; determine containers and tasks needed; determine precedence constraints; design an SSIS package strategy with rollback, staging and transaction control; decide between one package or multiple packages; determine event handlers; determine variables; determine parameters on package and project level; determine connection managers and whether they are package or project level; determine the need for custom tasks; determine how much information you need to log from a package; determine the need for checkpoints; determine security needs
Implement package logic by using SSIS variables and parameters
User variables; variable scope, data type; implement parameterization of properties using variables; using variables in precedence constraints; referring to SSIS system variables; design dynamic SSIS packages; package configurations (file or SQL tables); expressions; package and project parameters; project level connection managers; variables; implement dynamic package behavior; configure packages in SSIS for different environments, package configurations (xmlconfiguration file, SQLServer table, registry entry; parent package variables, environment variable); parameters (package and project level); project connection managers; property expressions (use expressions for connection managers)
Implement control flow
Checkpoints; debug control flow; implement the appropriate control flow task to solve a problem; data profiling; use sequence containers and loop containers; manage transactions in SSIS packages; managing parallelism; using precedence constraint to control task execution sequence; creating package templates; using the execute package task
Implement data load options
Implement a full and incremental data load strategy; plan for an incremental update of the relational Data Mart; plan for loads into indexed tables; configure appropriate bulk load options; select an appropriate load technique (SSIS Destination versus T-SQL) and load partitioned tables
Implement script components in SSIS
Create an SSIS package that handles SCD Type 2 changes without using the SCD component; work with script component in SSIS; deciding when it is appropriate to use a script component versus a built in; source, transformation, destination component; use cases: web service source and destination, getting the error message
Preparation resources
Integration Services transactions
Developing a custom task
Integration Services (SSIS) parameters

Configure and deploy SSIS solutions (20�25%)
Troubleshoot data integration issues
Performance issues; connectivity issues; execution of a task or transformation failed; logic issues; demonstrate awareness of the new SSIS logging infrastructure; troubleshoot a failed package execution to determine the root cause of failure; troubleshoot SSIS package failure from an invalid datatype; implement break points; data viewers; profile data with different tools; batch cleanup
Install and maintain SSIS components
Software installation (IS, management tools); development box and server; install specifics for remote package execution; planning for installation (32- versus 64-bit); upgrade; provisioning the accounts; creating the catalog
Implement auditing, logging, and event handling
Audit package execution by using system variables; propagate events; use log providers; log an SSIS execution; create alerting and notification mechanisms; use Event Handlers in SSIS to track ETL events and errors; implement custom logging
Deploy SSIS solutions
Create and configure an SSIS catalog; deploy SSIS packages by using the deployment utility; deploy SSIS packages to SQL or file system locations; validate deployed packages; deploy packages on multiple servers; how to install custom components and tasks; deploy SSIS packages by using DTUTIL
Configure SSIS security settings
SSIS catalog database roles; package protection levels; secure Integration Services packages that are deployed at the file system; secure Integration Services parameters, configuration
Preparation resources
Troubleshooting tools for package development
Load-balancing packages on remote servers by using SQL Server Agent
Integration Services (SSIS) logging

Build data quality solutions (15�20%)
Install and maintain data quality services
Installation prerequisites; .msi package; adding users to the DQ roles; identity analysis, including data governance
Implement master data management solutions
Install Master Data Services (MDS); implement MDS; create models, entities, hierarchies, collections, attributes; define security roles; import/export; subscriptions
Create a data quality project to clean data
Profile Online Transaction Processing (OLTP) and other source systems; data quality knowledge base management; create data quality project; use data quality client; Strengthen data quality; identity mapping and deduplicating; handle history and data quality; manage data quality/cleansing
Preparation resources
Install Data Quality Services
Install Master Data Services
Master Data Services features and tasks

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Microsoft SQL Practice Questions

Database administration | 70-463 Cheatsheet and PDF Download

KX Collaborates with Databricks to accentuate real-Time Analytics

KX, a world chief in real-time streaming analytics, is partnering with Databricks, the statistics and AI business, to pressure company value by means of unifying all statistics, analytics, and artificial intelligence (AI) to accelerate the growth of extremely-true-time analytics. The partnership combines the vigor of Databricks' Lakehouse Platform with KX's low latency streaming analytics, time-collection, and aspect compute capabilities to jointly tackle market demand for real-time actionable insights, pushed through the explosion of sensors and the accelerated digital transformation of all industry sectors.

Posted may also 14, 2021

Amplitude’s Acquisition of Iteratively Strengthens Proactive facts administration Capabilities

Amplitude, the Digital Optimization system, is buying Iteratively, a pacesetter in information planning and instrumentation. With the addition of Iteratively, Amplitude extends its leading facts administration providing, now empowering purchasers with a solution for getting ready records for analytics and personalization that pairs with their current built-in capabilities for resolving identities, integrating facts sources, and governing excellent and access.

Posted may 14, 2021

Airbyte Creates Connector building equipment to enable the easy circulate of records

Airbyte, creators of an open-supply statistics integration platform, is releasing the Airbyte Connector construction kit (CDK), enabling users to quite simply construct connectors to records sources. The connectors make it viable to move and consolidate facts from different sources to facts warehouses, facts lakes, or databases in a process referred to as extract, load, and, when desired, seriously change (ELT).

Posted may additionally 13, 2021

OpenText Releases security capabilities that find Threats more without delay

OpenText is introducing OpenText Managed Detection and Response (MDR) carrier to assist business clients discover hidden dangers and threats before they've a economic, criminal, or reputational impact. This new service is the latest addition to the OpenText security portfolio.

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facts Summit connect 2021 Closing Keynote looks at post-Pandemic facts and Analytics strategies

The pursuits of early 2020 resulted in cataclysmic adjustments that interrupted many companies' information analytics classes. The economic upheaval led to by the global pandemic may have a long-lasting have an impact on for a lot of businesses. For some, strategies like cloud migrations have been accelerated, while others have grew to become to self-provider information analytics to retailer the day. within the ultimate keynote of facts Summit join 2021, John O'Brien, CEO and most important guide, Radiant Advisors, regarded forward to a publish-pandemic future and what it will convey.

Posted may also 13, 2021

Exploring subsequent-era Databases at statistics Summit connect 2021

The one-measurement-fits-all RDBMS has given strategy to an explosion of distinctive facts management technologies. In a session titled "next-generation Databases" at information Summit join 2021, man Harrison seemed at the historical past of statistics management from the mainframe through Hadoop to blockchain and thought of the utility of new database applied sciences for leveraging records property, and speculated on how these will evolve to fulfill the next day's information needs.

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Database as a provider comes to the business at information Summit join 2021

while the connection between an agile company and its success within the marketplace is clear, the competitive marketplace is tougher than ever, with expertise-savvy innovators coming into industries and challenging present businesses. At records Summit connect 2021, Paul Bartak, exclusive engineer, Rocket utility, discussed the core add-ons to deliver Db2 for z/OS DBaaS right through his presentation, "Database as a provider comes to the commercial enterprise."

Posted may also 12, 2021

specialists present a Primer on Apache Hudi at information Summit connect 2021

facts lakes are some of the quickest turning out to be traits in managing massive facts across quite a few industries. however, the upward thrust of event streaming has created a new know-how category for move processing using frameworks like Apache Flink and Kafka Streams. Nishith Agarwal, engineering supervisor, Uber, and Sivabalan Narayanan, senior software engineer, Uber mentioned "Apache Hudi: The Streaming information Lake Platform" right through their statistics Summit connect 2021 presentation.

Posted may additionally 12, 2021

Michael Corey and Don Sullivan supply greatest Practices for Database Licensing at statistics Summit connect 2021

As utility infrastructure is stretched between on premise, public clouds, and hybrid clouds, protecting utility in compliance is a major challenge. Michael Corey, co-founder, COO, LicenseFortress and Don Sullivan, product line manager, enterprise crucial functions, VMware discussed existing application license traits, the change between Oracle coverage and your contractual duties, licensing Oracle on a virtualized environment, and licensing best practices, during their records Summit connect 2021 presentation, "Database Licensing: best Practices and Pitfalls."

Posted might also 12, 2021

Automating AWS Database Deployments at facts Summit connect 2021

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Posted may additionally 12, 2021

Opening Keynotes at records Summit connect 2021 explore What It ability to turn into statistics-pushed

At information Summit connect 2021, Joe W. Perez, senior programs analyst, North Carolina department of fitness & Human functions, kicked off the keynote session with a presentation on the price of creating information attainable to clients in kinds that make it understandable and actionable, whereas Chuck Frisbie, container CTO, Sisense, delivered a keynote on facts and analytics ideas.

Posted may additionally eleven, 2021

experts focus on What to agree with When Migrating Hadoop Configurations to the Cloud at statistics Summit join 2021

Migrating a large-scale Hadoop cluster to the cloud is difficult, exceptionally when the cluster is very lively and downtime all over the migration isn't an choice. Tony Velcich, senior director, product marketing, WANdisco, and Ken Seier, chief architect, records and AI, perception discussed the challenges involved in one of these migration all over their facts Summit connect 2021 presentation, "considerations for big Scale Hadoop information Migration to the Cloud."

Posted might also 11, 2021

searching at the present State of DataOps at records Summit join 2021

to maximise the value of their records, groups are building large information groups with both deliver-side features that supply analytics-competent information from throughout the business, and demand-facet teams that analyze, radically change, mannequin, and commercialize statistics.

Posted may additionally eleven, 2021

PingCAP TiDB Cloud Now purchasable in Public Preview

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Posted may also eleven, 2021

Altair Launches Unified Cloud Platform

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Posted may 10, 2021

building a data strategy at data Summit join 2021

When it involves constructing a data strategy, plans are needless but planning in priceless, spoke of facts management authority and associate Professor at Virginia Commonwealth college Peter Aiken. Aiken held a workshop titled, "building a data approach" all the way through information Summit join 2021. it can be concise, actionable, and comprehensible by means of enterprise and IT, he talked about.

Posted can also 10, 2021

Rethinking Key data management Practices After Cloud Migration

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Posted may additionally 07, 2021

IBM Meets New Chip Milestone with 2 Nanometer Chip technology

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dotData presents AI Automation solution for Python records Scientists

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Posted may 07, 2021

Forcepoint Acquires Cyberinc, provides far off Browser security

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Posted may 06, 2021

Aerospike proclaims New performance to more advantageous improve/installation AI/ML Apps

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New OCI GoldenGate provider offers a real-Time facts cloth Platform

Oracle has introduced that trusted GoldenGate technology is now attainable as an automatic, absolutely-managed cloud carrier that customers can use to support be sure that their valuable records is at all times purchasable any place they want it and analyzable in true time. the brand new Oracle Cloud Infrastructure (OCI) GoldenGate provider provides customers with a true-time facts cloth platform to design, execute, orchestrate, and display screen their information replication and streaming information pursuits.

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Oracle broadcasts enterprise supervisor 13c free up 5

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Posted may 05, 2021

DevOps is Working its means via Some turning out to be Pains

a couple of years in the past, if you had asked a group of C-level executives to venture which software birth trend can be extra critical for corporations, most would have ranked DevOps forward of containers. DevOps promised to profoundly refocus and reenergize software groups while containers gave the impression of a captivating new way to repackage materials that had been already there. today, the rankings have flipped.

Posted may also 05, 2021

Database Optimization: Getting the most reliable Out of Oracle enterprise supervisor

right through Quest discussion board Digital adventure: Database & Technology Week, Kurt Engeleiter, product supervisor of database manageability at Oracle, introduced on database optimization and how to get the premiere out of Oracle enterprise manager. According to Engeleiter, there are five steps to observe with a view to maximize performance of Oracle enterprise manager.

Posted may additionally 05, 2021

StorageOS 2.four Strengthens Compliance, efficiency, and effectivity

StorageOS, a leader in cloud native storage management, is releasing version 2.4 of its persistent container storage platform, supplying more than a few effective enhancements. Key aspects of StorageOS V2.four consist of the provision of Encryption at rest, a skill designed for groups that are elegant on encrypted facts as a requirement for Kubernetes workloads the use of persistent storage.

Posted may additionally 04, 2021

Observable to deliver a knowledge Visualization Open source Library

Observable, the collaborative information visualization company, is launching the beta edition of Observable Plot, an open-source JavaScript library that permits developers to create visual representations for exploring and deciphering facts.

Posted may additionally 04, 2021

ReleaseHub Raises $2.7 Million in Funding circular, Debuts Environments-as-a-carrier Platform

ReleaseHub, maker of Environments-as-a-provider, is receiving a seed circular of $2.7 million to continue growing its platform. The investing round become led by Sequoia, with participation from Y Combinator, Rogue VC, Liquid Capital, and other angel traders. ReleaseHub is also saying standard availability of its Environments-as-a-service platform, which allows groups to at once and simply deploy, manipulate, and reproduce creation-duplicate environments.

Posted might also 03, 2021

Privacera Receives SOC 2 Certification, Now offers data Discovery and Encryption in most exact Platform unencumber

Privacera, a cloud information governance and security leader, introduced its a success completion of device and firm handle (SOC) 2 category 2 audit for PrivaceraCloud. A diagnosed technical audit, SOC 2 requires groups to set up and observe strict suggestions protection guidelines and strategies, encompassing the safety, availability, processing, integrity, and confidentiality of client information.

Posted may additionally 03, 2021

IBM to purchase Turbonomic

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Posted may also 03, 2021

IBM studies 2021 First-Quarter consequences with methods revenue increase Led by using gadget Z

IBM introduced first-quarter 2021 income consequences. The enterprise announced GAAP EPS from continuing operations of $1.06, operating (non-GAAP) EPS of $1.77, and earnings of $17.7 billion. methods (including systems Hardware and operating methods application) had revenues of $1.four billion, up four.three% (up 2.2% adjusting for currency), led through IBM Z.

Posted may additionally 03, 2021

The magnitude of records Modeling in a big facts World

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Posted might also 03, 2021

The techniques and technologies Bringing Agility to business records

ultra-modern information environments have become more flexible and conveyable than their greater rigid, siloed predecessors, due to emerging processes. thoughts which are the building blocks of portability, adaptability, and quick start—containers, microservices, DevOps, and DataOps—are remodeling the manner records is managed.

Posted April 29, 2021

Linux becomes a participant in the SQL Server World

if you are looking for proof of the hybrid, multi-platform nature of modern records environments, look no further than many SQL Server sites. Linux—not too lengthy ago seen as a aggressive platform to all issues Microsoft—has become a platform of choice now supporting many SQL Server environments.

Posted April 29, 2021

MongoDB, meet Kubernetes

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Posted April 29, 2021

What Do You suggest by means of Database performance?

Even in modern up to date IT atmosphere, efficiency administration is often carried out reactively in its place of proactively. You comprehend the drill. a shopper calls with a response time problem. A desk space maxes out on extents. A program is operating devoid of taking commits causing every kind of locking complications. someone modified an application package with out checking on the brand new entry paths and transactions are slower than before. and then somebody submitted that "question from hell" once more that just may not stop working. Sound universal?

Posted April 29, 2021

Entrinsik Informer 5.four to Debut quickly

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Posted April 29, 2021

Zumasys Launches jBASE 5.eight, extra Modernizing the MV area

Zumasys is releasing the newest edition of jBASE, making it less complicated than ever to modernize MultiValue applications. With the free up of jBASE 5.8, licensing alternate options now consist of flexible CPU and SaaS-based models, the migration routes from other decide upon databases had been vastly simplified, and the in-line working gadget approach means even more scalability, velocity, and stability.

Posted April 29, 2021

TigerGraph speeds up the use of Graph Analytics on the Cloud

TigerGraph, issuer of a graph analytics platform, introduced that the business has now attained large help across all cloud providers, fitting purchasable with Amazon AWS, Microsoft Azure, and now, GCP. moreover, the business is offering new connectors for Snowflake and Tableau, that means users can access relationship analytics at once from their Snowflake and Tableau dashboards.

Posted April 29, 2021

Kyligence Receives $70 Million in Funding circular to power Cloud and AI innovations

Kyligence, originator of Apache Kylin and a frontrunner in intelligent statistics analytics, introduced the business has closed $70 million in sequence D funding to continue powering its global expansion and rapid client adoption. With this funding, Kyligence will hold fueling its fast growth in research and construction of its products to support inventive cloud-native and computer getting to know advances.

Posted April 29, 2021

Dataiku and Snowflake amplify Partnership with New Strategic Investments

Dataiku, a provider of main AI and computing device getting to know systems, introduced a brand new funding from Snowflake Ventures, the undertaking arm of Snowflake, additional deepening the groups' partnership. collectively, Dataiku and Snowflake carry commercial enterprise-ready AI capabilities that enable clients to with ease and directly build, installation, and monitor all kinds of facts science projects, including laptop gaining knowledge of and deep learning, according to the vendors.

Posted April 29, 2021

Vote Now for the 2021 DBTA Readers' alternative Awards

or not it's time to forged your vote for the annual Database traits and functions Readers' alternative Awards, a contest in which the winning counsel management solutions, products, and functions are chosen by means of you, their readers.

Posted April 29, 2021

Startups to monitor in 2021

inventive enterprise tech startups are emerging to tackle both new and longstanding challenges and issues in methods certainly not thought viable. lots of these organizations have clean processes to accelerate digital transformation, extend AI and analytics initiatives, streamline DevOps, enrich facts observability, and extra. here are sixteen startups DBTA thinks are value gazing in 2021.

Posted April 29, 2021

Azure SQL Database receives greater comfortable with comfy Enclaves

a vital new set of features for security and exclusive computing become announced on the fresh Microsoft Ignite digital convention and at the moment are in public preview. however the name would not exactly commute off your tongue, all the time Encrypted with comfy Enclaves offers crucial new capabilities for organizations that want improved handle and protection over their data while additionally having fun with the agility, scalability, and productiveness positive factors of the general public cloud.

Posted April 29, 2021

Qlik and AWS Collaborate on solution for SAP statistics

Qlik is expanding its relationship with Amazon web features (AWS) with the aid of launching a collaborative answer in an effort to aid agencies pressure greater value from SAP information with cloud analytics. consumers can now seamlessly and simply leverage Qlik records Integration to convey true-time, analytics-competent facts from their SAP methods into AWS, accelerating and enabling cloud data warehousing, facts lakes, and machine discovering initiatives.

Posted April 28, 2021

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